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Ma C, Zhang X, Li X, Ding W, Chen H, Feng Y. Transcriptome-based analysis of the molecular mechanism of recombinant protein expression in Periplaneta americana cells. FEBS J 2024. [PMID: 39569491 DOI: 10.1111/febs.17331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Revised: 08/11/2024] [Accepted: 11/11/2024] [Indexed: 11/22/2024]
Abstract
The Insect Cell-Baculovirus Expression Vector System (IC-BEVS) is widely used for the generation of a variety of gene products, including proteins, vaccines, and gene therapy vectors; however, it has some limitations, including a constrained host range and low protein yields. In a previous study, we established the RIRI-PA1 cell line, which was derived from Periplaneta americana. This cell line is susceptible to Autographa californica multiple nucleopolyhedrovirus (AcMNPV) infection, which results in a higher yield production of recombinant protein within a short post-infection period of 24-48 h compared to the commonly used engineered cell line Sf21. To elucidate the basis for this phenomenon, we used RNA sequencing and transcriptome analysis of RIRI-PA1 and Sf21 cells infected with AcMNPV-GFP at 24, 72, and 168 h post-infection. Differentially expressed genes (DEGs) were identified in both cell lines. GO, eggNOG, and KEGG annotation analyses were used to identify DEGs and select candidate genes that could regulate recombinant protein expression. The results indicated a significant link between ribosomal pathway regulation and recombinant protein expression. After 24 h of AcMNPV-GFP infection, relatively high levels of protein were produced in RIRI-PA1 cells compared to Sf21 cells, which exhibited lesser enrichment of ribosomal protein-related DEGs (7 : 12). Moreover, a correlation was observed in the gene expression patterns between AcMNPV-GFP infection and recombinant protein synthesis, including genes associated with the ribosome, Toll and Imd signaling, and the cytochrome P450 pathway. Overall, our findings suggested that the ribosomal pathway might be more involved in regulation of protein expression during the early stages of RIRI-PA1 infection. The mechanisms underlying this process could have potential future applications in engineering cell modifications to reduce production time for recombinant proteins and to promote the use of IC-BEVS.
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Affiliation(s)
- Chenjing Ma
- Key Laboratory of Breeding and Utilization of Resource Insects of National Forestry and Grassland Administration, Institute of Highland Forest Science, Chinese Academy of Forestry, Kunming, China
| | - Xin Zhang
- Key Laboratory of Breeding and Utilization of Resource Insects of National Forestry and Grassland Administration, Institute of Highland Forest Science, Chinese Academy of Forestry, Kunming, China
| | - Xian Li
- Key Laboratory of Breeding and Utilization of Resource Insects of National Forestry and Grassland Administration, Institute of Highland Forest Science, Chinese Academy of Forestry, Kunming, China
| | - Weifeng Ding
- Key Laboratory of Breeding and Utilization of Resource Insects of National Forestry and Grassland Administration, Institute of Highland Forest Science, Chinese Academy of Forestry, Kunming, China
| | - Hang Chen
- Key Laboratory of Breeding and Utilization of Resource Insects of National Forestry and Grassland Administration, Institute of Highland Forest Science, Chinese Academy of Forestry, Kunming, China
| | - Ying Feng
- Key Laboratory of Breeding and Utilization of Resource Insects of National Forestry and Grassland Administration, Institute of Highland Forest Science, Chinese Academy of Forestry, Kunming, China
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Transcriptomic analysis to elucidate the response of honeybees (Hymenoptera: Apidae) to amitraz treatment. PLoS One 2020; 15:e0228933. [PMID: 32143212 PMCID: PMC7060074 DOI: 10.1371/journal.pone.0228933] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2019] [Accepted: 01/27/2020] [Indexed: 12/01/2022] Open
Abstract
Amitraz is an acaricide that is widely used in apiculture. Several studies have reported that in honeybees (Apis mellifera Linnaeus; Hymenoptera: Apidae), amitraz affects learning, memory, behavior, immunity, and various other physiological processes. Despite this, few studies have explored the molecular mechanisms underlying the action of amitraz on honeybees. Here, we investigated the transcriptome of honeybees after exposure to 9.4 mg/L amitraz for 10 d, a subchronic dose. Overall, 279 differentially expressed genes (DEGs) were identified (237 upregulated, 42 downregulated). Several, including Pla2, LOC725381, LOC413324, LOC724386, LOC100577456, LOC551785, and P4504c3, were validated by quantitative PCR. According to gene ontology, DEGs were mainly involved in metabolism, biosynthesis, and translation. Kyoto Encyclopedia of Genes and Genomes pathway analyses revealed that amitraz treatment affected the relaxin signaling pathway, platelet activation, and protein digestion and absorption.
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Li H, Liu X, Liu X, Michaud JP, Zhi H, Li K, Li X, Li Z. Host Plant Infection by Soybean Mosaic Virus Reduces the Fitness of Its Vector, Aphis glycines (Hemiptera: Aphididae). JOURNAL OF ECONOMIC ENTOMOLOGY 2018; 111:2017-2023. [PMID: 29945216 DOI: 10.1093/jee/toy165] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/27/2018] [Indexed: 06/08/2023]
Abstract
Coevolutionary interactions between pathogens and their insect vectors can dramatically impact the fitness of herbivorous insects and patterns of plant disease transmission. Soybean mosaic virus (SMV) is a common disease in soybean production worldwide. Infected seed is the primary source of inoculum in fields and the virus is secondarily spread among plants by the soybean aphid, Aphis glycines Matsumura (Hemiptera: Aphididae), in a nonpersistent manner. In this study, we compared the biological fitness of A. glycines colonizing both SMV-infected and uninfected soybean plants. Aphids feeding on SMV-infected soybean seedlings were significantly smaller and lighter than those feeding on uninfected plants across life stages. SMV infection caused delayed development of aphid nymphs on soybean seedlings, but this was more than compensated by a reduction in the pre-reproductive period of apterous adults. The fecundity of A. glycines was reduced when feeding on SMV-infected seedlings, resulting in a lower reproductive rate, a longer generation time, and a slower population doubling time. A smaller proportion of aphid offspring developed into alatae when feeding on SMV-infected soybean seedling, and these took longer to mature than their counterparts on uninfected plants. We infer that SMV infection has significantly negative effects on the biological performance of A. glycines, which may be consistent with the long-term coevolution of SMV, soybean, and A. glycines in the transmission cycle of SMV.
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Affiliation(s)
- Hui Li
- Department of Entomology and MOA Key Lab of Pest Monitoring and Green Management, College of Plant Protection, China Agricultural University, Beijing, China
| | - Xiaoxia Liu
- Department of Entomology and MOA Key Lab of Pest Monitoring and Green Management, College of Plant Protection, China Agricultural University, Beijing, China
| | - Xiaoming Liu
- Department of Entomology and MOA Key Lab of Pest Monitoring and Green Management, College of Plant Protection, China Agricultural University, Beijing, China
| | - J P Michaud
- Department of Entomology, Kansas State University, Agricultural Research Center-Hays, Hays, KS
| | - Haijian Zhi
- National Center for Soybean Improvement, Nanjing Agricultural University, Nanjing, China
| | - Kai Li
- National Center for Soybean Improvement, Nanjing Agricultural University, Nanjing, China
| | - Xiangrui Li
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Zhen Li
- Department of Entomology and MOA Key Lab of Pest Monitoring and Green Management, College of Plant Protection, China Agricultural University, Beijing, China
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Zhang S, An S, Hoover K, Li Z, Li X, Liu X, Shen Z, Fang H, Ros VID, Zhang Q, Liu X. Host miRNAs are involved in hormonal regulation of HaSNPV-triggered climbing behaviour in Helicoverpa armigera. Mol Ecol 2018; 27:459-475. [PMID: 29219212 DOI: 10.1111/mec.14457] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2017] [Revised: 11/19/2017] [Accepted: 11/21/2017] [Indexed: 12/20/2022]
Abstract
Baculoviruses manipulate host climbing behaviour to ensure that the hosts die at elevated positions on host plants to facilitate virus proliferation and transmission, which is a process referred to as tree-top disease. However, the detailed molecular mechanism underlying tree-top disease has not been elucidated. Using transcriptome analysis, we showed that two hormone signals, juvenile hormone (JH) and 20-hydroxyecdysone (20E), are key components involved in HaSNPV-induced tree-top disease in Helicoverpa armigera larvae. RNAi-mediated knockdown and exogenous hormone treatment assays demonstrated that 20E inhibits virus-induced tree-top disease, while JH mediates tree-top disease behaviour. Knockdown of BrZ2, a downstream signal of JH and 20E, promoted HaSNPV-induced tree-top disease. We also found that two miRNAs target BrZ2 and are involved in the cross-talk regulation between 20E and JH manipulating HaSNPV replication, time to death and HaSNPV-induced tree-top disease.
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Affiliation(s)
- Songdou Zhang
- Department of Entomology, China Agricultural University, Beijing, China
| | - Shiheng An
- College of Plant Protection, Henan Agricultural University, Zhengzhou, China
| | - Kelli Hoover
- Department of Entomology, Pennsylvania State University, University Park, PA, USA
| | - Zhen Li
- Department of Entomology, China Agricultural University, Beijing, China
| | - Xiangrui Li
- Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Xiaoming Liu
- Department of Entomology, China Agricultural University, Beijing, China
| | - Zhongjian Shen
- Department of Entomology, China Agricultural University, Beijing, China
| | - Haibo Fang
- Department of Entomology, China Agricultural University, Beijing, China
| | - Vera I D Ros
- Laboratory of Virology, Wageningen University, Wageningen, The Netherlands
| | - Qingwen Zhang
- Department of Entomology, China Agricultural University, Beijing, China
| | - Xiaoxia Liu
- Department of Entomology, China Agricultural University, Beijing, China
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Xiang M, Zhang L, Lu Y, Tang Q, Liang P, Shi X, Song D, Gao X. A P-glycoprotein gene serves as a component of the protective mechanisms against 2-tridecanone and abamectin in Helicoverpa armigera. Gene 2017; 627:63-71. [PMID: 28600181 DOI: 10.1016/j.gene.2017.06.010] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2016] [Revised: 06/03/2017] [Accepted: 06/05/2017] [Indexed: 10/19/2022]
Abstract
P-glycoprotein (P-gp) exists in animals, fungi and bacteria and likely evolved as a defense mechanism against harmful substances. Here a cDNA (4054bp) encoding a putative P-glycoprotein gene from Helicoverpa armigera was cloned and named HaPgp1. This putative HaPgp1 sequence encoded a protein of 1253 amino acids with a molecular mass of approximately 137kDa. qPCR analyses demonstrated that the expression of HaPgp1 was significantly higher in 4th instar larvae when compared to other developmental stages. HaPgp1 transcripts were more abundant in the head and fat bodies than in other tissues. Compared with the control, the expression of HaPgp1 reach a peak at 12h after the treatment by 2-tridecanone in all tissues. However, the expression of HaPgp1 increased from 12h to 48h after treatment with abamectin in all tissues. Immunohistochemistry analyses also verified that 2-tridecanone and abamectin can induce the increase of HaPgp1 expression. RNAi of HaPgp1 significantly raised the mortality rate of larvae treated by 2-tridecanone and abamectin, as compared to control larvae fed with GFP dsRNA. These results illustrate the possible involvement of HaPgp1 as a component of the protective mechanisms to plant secondary chemicals such as 2-tridecanone and to certain classes of insecticides, like abamectin.
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Affiliation(s)
- Min Xiang
- Department of Entomology, China Agricultural University, Beijing 100193, PR China
| | - Lei Zhang
- Department of Entomology, China Agricultural University, Beijing 100193, PR China
| | - Yao Lu
- Department of Entomology, China Agricultural University, Beijing 100193, PR China
| | - Qiuling Tang
- Department of Entomology, China Agricultural University, Beijing 100193, PR China
| | - Pei Liang
- Department of Entomology, China Agricultural University, Beijing 100193, PR China
| | - Xueyan Shi
- Department of Entomology, China Agricultural University, Beijing 100193, PR China
| | - Dunlun Song
- Department of Entomology, China Agricultural University, Beijing 100193, PR China
| | - Xiwu Gao
- Department of Entomology, China Agricultural University, Beijing 100193, PR China.
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Xing L, Yuan C, Wang M, Lin Z, Shen B, Hu Z, Zou Z. Dynamics of the Interaction between Cotton Bollworm Helicoverpa armigera and Nucleopolyhedrovirus as Revealed by Integrated Transcriptomic and Proteomic Analyses. Mol Cell Proteomics 2017; 16:1009-1028. [PMID: 28404795 DOI: 10.1074/mcp.m116.062547] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2016] [Revised: 03/17/2017] [Indexed: 01/23/2023] Open
Abstract
Over the past decades, Helicoverpa armigera nucleopolyhedrovirus (HearNPV) has been widely used for biocontrol of cotton bollworm, which is one of the most destructive pest insects in agriculture worldwide. However, the molecular mechanism underlying the interaction between HearNPV and host insects remains poorly understood. In this study, high-throughput RNA-sequencing was integrated with label-free quantitative proteomics analysis to examine the dynamics of gene expression in the fat body of H. armigera larvae in response to challenge with HearNPV. RNA sequencing-based transcriptomic analysis indicated that host gene expression was substantially altered, yielding 3,850 differentially expressed genes (DEGs), whereas no global transcriptional shut-off effects were observed in the fat body. Among the DEGs, 60 immunity-related genes were down-regulated after baculovirus infection, a finding that was consistent with the results of quantitative real-time RT-PCR. Gene ontology and functional classification demonstrated that the majority of down-regulated genes were enriched in gene cohorts involved in energy, carbohydrate, and amino acid metabolic pathways. Proteomics analysis identified differentially expressed proteins in the fat body, among which 76 were up-regulated, whereas 373 were significantly down-regulated upon infection. The down-regulated proteins are involved in metabolic pathways such as energy metabolism, carbohydrate metabolism (CM), and amino acid metabolism, in agreement with the RNA-sequence data. Furthermore, correlation analysis suggested a strong association between the mRNA level and protein abundance in the H. armigera fat body. More importantly, the predicted gene interaction network indicated that a large subset of metabolic networks was significantly negatively regulated by viral infection, including CM-related enzymes such as aldolase, enolase, malate dehydrogenase, and triose-phosphate isomerase. Taken together, transcriptomic data combined with proteomic data elucidated that baculovirus established systemic infection of host larvae and manipulated the host mainly by suppressing the host immune response and down-regulating metabolism to allow viral self-replication and proliferation. Therefore, this study provided important insights into the mechanism of host-baculovirus interaction.
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Affiliation(s)
- Longsheng Xing
- From the ‡State Key Laboratory of Integrated Management of Pest Insects and Rodents, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101.,§University of Chinese Academy of Sciences, Beijing 100049
| | - Chuanfei Yuan
- §University of Chinese Academy of Sciences, Beijing 100049.,¶State Key Laboratory of Virology and Joint Laboratory of Invertebrate Virology, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan 430071; and
| | - Manli Wang
- ¶State Key Laboratory of Virology and Joint Laboratory of Invertebrate Virology, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan 430071; and
| | - Zhe Lin
- From the ‡State Key Laboratory of Integrated Management of Pest Insects and Rodents, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101
| | - Benchang Shen
- ‖Guangzhou Medical University, Guangzhou 510182, China
| | - Zhihong Hu
- ¶State Key Laboratory of Virology and Joint Laboratory of Invertebrate Virology, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan 430071; and
| | - Zhen Zou
- From the ‡State Key Laboratory of Integrated Management of Pest Insects and Rodents, Institute of Zoology, Chinese Academy of Sciences, Beijing 100101; .,§University of Chinese Academy of Sciences, Beijing 100049
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